EP2460094A4 - Selectivity-based optimized-query-plan caching - Google Patents
Selectivity-based optimized-query-plan cachingInfo
- Publication number
- EP2460094A4 EP2460094A4 EP09847948.8A EP09847948A EP2460094A4 EP 2460094 A4 EP2460094 A4 EP 2460094A4 EP 09847948 A EP09847948 A EP 09847948A EP 2460094 A4 EP2460094 A4 EP 2460094A4
- Authority
- EP
- European Patent Office
- Prior art keywords
- query
- selectivity
- based optimized
- plan caching
- caching
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2452—Query translation
- G06F16/24524—Access plan code generation and invalidation; Reuse of access plans
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2453—Query optimisation
- G06F16/24534—Query rewriting; Transformation
- G06F16/24542—Plan optimisation
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Computational Linguistics (AREA)
- Data Mining & Analysis (AREA)
- Databases & Information Systems (AREA)
- Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Operations Research (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US12/533,365 US8224806B2 (en) | 2009-07-31 | 2009-07-31 | Selectivity-based optimized-query-plan caching |
PCT/US2009/067849 WO2011014214A1 (en) | 2009-07-31 | 2009-12-14 | Selectivity-based optimized-query-plan caching |
Publications (3)
Publication Number | Publication Date |
---|---|
EP2460094A1 EP2460094A1 (en) | 2012-06-06 |
EP2460094A4 true EP2460094A4 (en) | 2014-04-30 |
EP2460094B1 EP2460094B1 (en) | 2019-05-08 |
Family
ID=43527954
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP09847948.8A Not-in-force EP2460094B1 (en) | 2009-07-31 | 2009-12-14 | Selectivity-based optimized-query-plan caching |
Country Status (3)
Country | Link |
---|---|
US (1) | US8224806B2 (en) |
EP (1) | EP2460094B1 (en) |
WO (1) | WO2011014214A1 (en) |
Families Citing this family (55)
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US8200660B2 (en) * | 2009-10-22 | 2012-06-12 | Hewlett-Packard Development Company, L.P. | System and method for executing queries |
US9514243B2 (en) * | 2009-12-03 | 2016-12-06 | Microsoft Technology Licensing, Llc | Intelligent caching for requests with query strings |
US8874547B2 (en) * | 2010-01-04 | 2014-10-28 | Microsoft Corporation | Parameter-sensitive plans |
US8250064B1 (en) * | 2010-04-06 | 2012-08-21 | Teradata Us, Inc. | Caching execution plans for queries that use timestamps |
US9129000B2 (en) | 2010-04-30 | 2015-09-08 | International Business Machines Corporation | Method and system for centralized control of database applications |
US8818963B2 (en) | 2010-10-29 | 2014-08-26 | Microsoft Corporation | Halloween protection in a multi-version database system |
US9020969B2 (en) * | 2011-07-13 | 2015-04-28 | Sap Se | Tracking queries and retrieved results |
US8914353B2 (en) * | 2011-12-20 | 2014-12-16 | Sap Se | Many-core algorithms for in-memory column store databases |
US8812489B2 (en) * | 2012-10-08 | 2014-08-19 | International Business Machines Corporation | Swapping expected and candidate affinities in a query plan cache |
US10102248B2 (en) * | 2012-10-10 | 2018-10-16 | TmaxData Co., Ltd. | Join type for optimizing database queries |
US9087085B2 (en) * | 2012-12-10 | 2015-07-21 | International Business Machines Corporation | Pre-assimilation values and post-assimilation values in hardware instance identifiers |
US9773041B2 (en) | 2013-03-06 | 2017-09-26 | Oracle International Corporation | Methods and apparatus of shared expression evaluation across RDBMS and storage layer |
US9195712B2 (en) | 2013-03-12 | 2015-11-24 | Microsoft Technology Licensing, Llc | Method of converting query plans to native code |
CN104216891B (en) * | 2013-05-30 | 2018-02-02 | 国际商业机器公司 | The optimization method and equipment of query statement in relevant database |
US9588978B2 (en) | 2013-09-30 | 2017-03-07 | International Business Machines Corporation | Merging metadata for database storage regions based on overlapping range values |
US9898383B2 (en) * | 2013-10-09 | 2018-02-20 | Salesforce.Com, Inc. | Techniques and mechanisms for managing and analyzing database query activities |
US9922088B2 (en) * | 2013-12-31 | 2018-03-20 | Sybase, Inc. | Cardinality estimation using spanning trees |
US9569492B2 (en) | 2014-01-07 | 2017-02-14 | International Business Machines Corporation | Coalescing operation for query processing |
US10474645B2 (en) | 2014-02-24 | 2019-11-12 | Microsoft Technology Licensing, Llc | Automatically retrying transactions with split procedure execution |
US9519687B2 (en) | 2014-06-16 | 2016-12-13 | International Business Machines Corporation | Minimizing index maintenance costs for database storage regions using hybrid zone maps and indices |
US10042887B2 (en) * | 2014-12-05 | 2018-08-07 | International Business Machines Corporation | Query optimization with zone map selectivity modeling |
US9600524B2 (en) * | 2014-12-22 | 2017-03-21 | Blackberry Limited | Method and system for efficient feature matching |
US9519679B2 (en) * | 2015-01-19 | 2016-12-13 | Sas Institute Inc. | Techniques for query homogenization in cache operations |
US11023443B2 (en) * | 2015-02-13 | 2021-06-01 | Teradata Us, Inc. | Collaborative planning for accelerating analytic queries |
US20160259825A1 (en) * | 2015-03-06 | 2016-09-08 | Dell Products L.P. | Discovery of potential problematic execution plans in a bind-sensitive query statement |
US10300240B2 (en) * | 2015-05-07 | 2019-05-28 | Aladdin Dreamer, Inc. | Lucid dream stimulator, systems, and related methods |
US9922080B2 (en) | 2015-06-11 | 2018-03-20 | Hewlett Packard Enterprise Development Lp | Query plan determination |
US10503734B2 (en) * | 2015-07-14 | 2019-12-10 | Sap Se | External offline query optimization |
KR102385908B1 (en) | 2015-08-11 | 2022-04-13 | 삼성전자주식회사 | Method for searching data from storage device |
US9892161B2 (en) | 2015-08-27 | 2018-02-13 | International Business Machines Corporation | Adaptive intersect query processing |
US11341132B2 (en) * | 2015-09-01 | 2022-05-24 | Sybase, Inc. | Generating a producer-driven execution plan from a consumer-driven iterator-based execution plan |
US10031940B2 (en) * | 2015-09-24 | 2018-07-24 | Futurewei Technologies, Inc. | System and method for database query |
SG11201804544QA (en) * | 2015-11-30 | 2018-06-28 | Huawei Tech Co Ltd | Data query method and apparatus, and database system |
CN109313640B (en) | 2016-03-31 | 2022-03-04 | 慧咨环球有限公司 | Method and system for database optimization |
AU2016202911A1 (en) * | 2016-03-31 | 2017-10-19 | Wisetech Global Limited | Methods and Systems for Database Optimisation |
US10983966B2 (en) | 2016-04-22 | 2021-04-20 | International Business Machines Corporation | Database algebra and compiler with environments |
US11249995B2 (en) * | 2016-12-30 | 2022-02-15 | Salesforce.Com, Inc. | Techniques and architectures for providing and operating an application-aware database environment with predictive execution of queries and query flows |
US10534773B2 (en) * | 2017-03-30 | 2020-01-14 | Microsoft Technology Licensing, Llc | Intelligent query parameterization of database workloads |
US10685020B2 (en) | 2017-05-12 | 2020-06-16 | Microsoft Technology Licensing, Llc | Re-costing for on-line optimization of parameterized queries with guarantees |
US10459889B2 (en) * | 2017-06-06 | 2019-10-29 | Sap Se | Multi-user database execution plan caching |
US11144548B2 (en) * | 2018-04-24 | 2021-10-12 | Dremio Corporation | Optimized data structures of a relational cache with a learning capability for accelerating query execution by a data system |
US11727289B2 (en) * | 2018-05-04 | 2023-08-15 | International Business Machines Corporation | Iterative generation of top quality plans in automated plan generation for artificial intelligence applications and the like |
US11829363B2 (en) * | 2018-10-06 | 2023-11-28 | Microsoft Technology Licensing, Llc | Multi-step query execution in SQL server |
US12135712B2 (en) * | 2018-11-13 | 2024-11-05 | Teradata Us, Inc. | System and method for sharing database query execution plans between multiple parsing engines |
CN109871338B (en) * | 2019-03-15 | 2021-01-29 | 北京思特奇信息技术股份有限公司 | Data storage method and device and computer equipment |
US11556537B2 (en) * | 2019-03-29 | 2023-01-17 | Sap Se | Query plan generation and execution based on single value columns |
EP3977308B1 (en) * | 2019-05-24 | 2023-11-22 | Huawei Technologies Co., Ltd. | Learning-based query plan cache for capturing low-cost query plan |
US11347736B2 (en) * | 2019-10-30 | 2022-05-31 | Boray Data Technology Co. Ltd. | Dynamic query optimization |
US11748349B2 (en) * | 2020-03-31 | 2023-09-05 | Sap Se | Customizable filtering for query plan stability in database systems using abstract query plans |
US11314740B1 (en) * | 2021-01-29 | 2022-04-26 | Snowflake Inc. | Responsive plan stability |
US20220300513A1 (en) * | 2021-03-19 | 2022-09-22 | International Business Machines Corporation | Asynchronous query optimization using spare hosts |
US11947535B2 (en) * | 2021-05-04 | 2024-04-02 | Bank Of America Corporation | Multicomputer system with machine learning engine for query optimization and dynamic data reorganization |
US11461327B1 (en) * | 2022-04-08 | 2022-10-04 | Snowflake Inc. | Query plan caching for networked database systems |
US11803545B1 (en) * | 2022-06-24 | 2023-10-31 | Sap Se | Runtime statistics feedback for query plan cost estimation |
US11893016B1 (en) * | 2022-10-26 | 2024-02-06 | Snowflake Inc. | Secure predicate derivation of queries using metadata |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6275818B1 (en) * | 1997-11-06 | 2001-08-14 | International Business Machines Corporation | Cost based optimization of decision support queries using transient views |
US6356887B1 (en) * | 1999-06-28 | 2002-03-12 | Microsoft Corporation | Auto-parameterization of database queries |
US20040117359A1 (en) * | 2001-03-01 | 2004-06-17 | Snodgrass Richard Thomas | Adaptable query optimization and evaluation in temporal middleware |
Family Cites Families (15)
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US5469568A (en) * | 1993-01-07 | 1995-11-21 | International Business Machines Corporation | Method for choosing largest selectivities among eligible predicates of join equivalence classes for query optimization |
US6434545B1 (en) * | 1998-12-16 | 2002-08-13 | Microsoft Corporation | Graphical query analyzer |
US6466931B1 (en) | 1999-07-30 | 2002-10-15 | International Business Machines Corporation | Method and system for transparently caching and reusing query execution plans efficiently |
US6801905B2 (en) * | 2002-03-06 | 2004-10-05 | Sybase, Inc. | Database system providing methodology for property enforcement |
US20050289098A1 (en) | 2004-06-24 | 2005-12-29 | International Business Machines Corporation | Dynamically selecting alternative query access plans |
US7882100B2 (en) * | 2005-01-24 | 2011-02-01 | Sybase, Inc. | Database system with methodology for generating bushy nested loop join trees |
US7640230B2 (en) | 2005-04-05 | 2009-12-29 | Microsoft Corporation | Query plan selection control using run-time association mechanism |
US7734615B2 (en) * | 2005-05-26 | 2010-06-08 | International Business Machines Corporation | Performance data for query optimization of database partitions |
US20070250470A1 (en) * | 2006-04-24 | 2007-10-25 | Microsoft Corporation | Parallelization of language-integrated collection operations |
US20080091642A1 (en) * | 2006-10-12 | 2008-04-17 | Robert Joseph Bestgen | Advising the generation of a maintained index over a subset of values in a column of a table |
US20080140622A1 (en) * | 2006-12-12 | 2008-06-12 | Bestgen Robert J | Displaying Explain Data for a SQL Query of a Database |
US20080183684A1 (en) * | 2007-01-26 | 2008-07-31 | Bestgen Robert J | Caching an Access Plan for a Query |
US20080195577A1 (en) * | 2007-02-09 | 2008-08-14 | Wei Fan | Automatically and adaptively determining execution plans for queries with parameter markers |
US7984043B1 (en) * | 2007-07-24 | 2011-07-19 | Amazon Technologies, Inc. | System and method for distributed query processing using configuration-independent query plans |
US20100306188A1 (en) * | 2009-06-01 | 2010-12-02 | Microsoft Corporation | Persistent query plans |
-
2009
- 2009-07-31 US US12/533,365 patent/US8224806B2/en not_active Expired - Fee Related
- 2009-12-14 EP EP09847948.8A patent/EP2460094B1/en not_active Not-in-force
- 2009-12-14 WO PCT/US2009/067849 patent/WO2011014214A1/en active Application Filing
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6275818B1 (en) * | 1997-11-06 | 2001-08-14 | International Business Machines Corporation | Cost based optimization of decision support queries using transient views |
US6356887B1 (en) * | 1999-06-28 | 2002-03-12 | Microsoft Corporation | Auto-parameterization of database queries |
US20040117359A1 (en) * | 2001-03-01 | 2004-06-17 | Snodgrass Richard Thomas | Adaptable query optimization and evaluation in temporal middleware |
Non-Patent Citations (1)
Title |
---|
See also references of WO2011014214A1 * |
Also Published As
Publication number | Publication date |
---|---|
EP2460094A1 (en) | 2012-06-06 |
US20110029508A1 (en) | 2011-02-03 |
EP2460094B1 (en) | 2019-05-08 |
WO2011014214A1 (en) | 2011-02-03 |
US8224806B2 (en) | 2012-07-17 |
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